Model comparison
Codellama 70b Instruct vs Gemma 1.1 7b IT
Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 31.3 on the Noometry Index.
Last verified . 5 shared benchmarks.
Meta
GoogleSummary
- They share 5 benchmarks with published results for both. Codellama 70b Instruct scores higher in 2 categories and Gemma 1.1 7b IT in 3 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in coding, where Codellama 70b Instruct leads 37.6 to 31.5.
Side by side
| Codellama 70b Instruct | Gemma 1.1 7b IT | |
|---|---|---|
| Provider | Meta | |
| Noometry Index | 33.7 | 31.3 |
| Released | — | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 7 | 19 |
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Category by category
Coding Codellama 70b Instruct leads
Codellama 70b Instruct: 37.6 (#193), Gemma 1.1 7b IT: 31.5 (#284)
| Benchmark | Codellama 70b Instruct | Gemma 1.1 7b IT |
|---|---|---|
| HumanEval+ | 65.9% | 35.4% |
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1084 |
| BigCodeBench Complete | 49.6% | — |
| MBPP+ | — | 45% |
Reasoning Too close to call
Codellama 70b Instruct: 20.1 (#242), Gemma 1.1 7b IT: 20.5 (#238)
| Benchmark | Codellama 70b Instruct | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1071 |
Math Not comparable
Codellama 70b Instruct: —, Gemma 1.1 7b IT: 32.0 (#220)
| Benchmark | Codellama 70b Instruct | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Math | — | 1107 |
Knowledge Not comparable
Codellama 70b Instruct: —, Gemma 1.1 7b IT: 28.3 (#247)
| Benchmark | Codellama 70b Instruct | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Expert | — | 1039 |
Multilingual Gemma 1.1 7b IT leads
Codellama 70b Instruct: 24.8 (#288), Gemma 1.1 7b IT: 28.1 (#273)
| Benchmark | Codellama 70b Instruct | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Non-English | 992 | 1052 |
| LMArena Chinese | — | 1061 |
| LMArena French | — | 1065 |
| LMArena German | — | 1054 |
| LMArena Japanese | — | 971 |
| LMArena Korean | — | 988 |
| LMArena Russian | — | 1046 |
| LMArena Spanish | — | 1049 |
Instruction Following Gemma 1.1 7b IT leads
Codellama 70b Instruct: 51.9 (#293), Gemma 1.1 7b IT: 54.0 (#283)
| Benchmark | Codellama 70b Instruct | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Instruction Following | 1024 | 1057 |
Long Context Not comparable
Codellama 70b Instruct: —, Gemma 1.1 7b IT: 32.1 (#272)
| Benchmark | Codellama 70b Instruct | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Longer Query | — | 1056 |
Writing & Preference Codellama 70b Instruct leads
Codellama 70b Instruct: 33.4 (#277), Gemma 1.1 7b IT: 30.4 (#288)
| Benchmark | Codellama 70b Instruct | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Text | 1057 | 1094 |
| LMArena Creative Writing | — | 1060 |
| LMArena Multi-Turn | — | 1040 |
Frequently asked questions
Is Codellama 70b Instruct better than Gemma 1.1 7b IT?
Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 31.3 on the Noometry Index.
Is Codellama 70b Instruct or Gemma 1.1 7b IT better for coding?
Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 31.5 in the Noometry coding category.
How many benchmarks do Codellama 70b Instruct and Gemma 1.1 7b IT share?
5 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Gemma 1.1 7b IT has 19.